Natural Language Processing

Improved Techniques for Optimization-Based Jailbreaking on Large Language Models ICLR 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025 Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025 Improve Speech Translation Through Text Rewrite COLING 2025 Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation COLING 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities NAACL 2025 Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models MLHC 2025 Improving Aspect-Based Summarization via Contrastive Learning with Anchored Negative Examples EMNLP 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025 Improving Automatic Speech Recognition for Children's Reading Assessment with Disfluency-aware Language Models Interspeech 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving Child Speech Recognition and Reading Mistake Detection by Using Prompts Interspeech 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025 Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025